{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 124,
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "from numpy import *\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "# 从硬盘读取数据进入内存\n",
    "wine = pd.read_csv(\"after_process_database.csv\",header=0)\n",
    "data_y=wine.iloc[:,2]\n",
    "data_x=wine.iloc[:,8:]\n",
    "data=data_x.apply(lambda x : x/np.mean(x))\n",
    "data_y\n",
    "#假设上面有一个DataFrame叫做data\n",
    "# data2 = (wine-wine.min())/(wine.max()-wine.min())#即简单实现标准化\n",
    "\n"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "0       8.602060\n",
       "1       8.124939\n",
       "2       8.508638\n",
       "3       8.408935\n",
       "4       8.130768\n",
       "          ...   \n",
       "1969    6.131944\n",
       "1970    5.850781\n",
       "1971    7.721246\n",
       "1972    7.886057\n",
       "1973    7.568636\n",
       "Name: pIC50, Length: 1974, dtype: float64"
      ]
     },
     "metadata": {},
     "execution_count": 124
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "source": [
    "# 无量纲化\n",
    "# def dimensionlessProcessing(df):\n",
    "#     newDataFrame = pd.DataFrame(index=df.index)\n",
    "#     columns = df.columns.tolist()\n",
    "#     for c in range(len(columns)):\n",
    "#         d = df[c]\n",
    "#         MAX = d.max()\n",
    "#         MIN = d.min()\n",
    "#         MEAN = d.mean()\n",
    "#         newDataFrame[c] = ((d - MEAN) / (MAX - MIN))\n",
    "#     return newDataFrame\n",
    "\n",
    "def GRA_ONE(gray, m=2):\n",
    "    # 读取为df格式\n",
    "    \n",
    "    std = gray.iloc[:, 50] # 为标准要素\n",
    "    std1=std.apply(lambda x : x/np.mean(x))\n",
    "    #假设上面有一个DataFrame叫做data\n",
    "    # std_ = (std1-std1.mean())/(std1.max()-std1.min())#即简单实现均值标准化\n",
    "\n",
    "    # std_ = dimensionlessProcessing(std1)\n",
    "    # 标准化\n",
    "    # std_ = gray.iloc[:, m]  # 为标准要素\n",
    "    # gray.drop(columns='pIC50',axis=1,inplace=True)\n",
    "    ce= gray.iloc[:, 8:]  # 为比较要素\n",
    "    ce1=ce.apply(lambda x : x/np.mean(x))\n",
    "\n",
    "    shape_n, shape_m = ce1.shape[0], ce1.shape[1]  # 计算行列\n",
    "\n",
    "    # 与标准要素比较，相减\n",
    "    a = zeros([shape_m, shape_n])\n",
    "    for i in range(shape_m):\n",
    "        for j in range(shape_n):\n",
    "            a[i, j] = abs(ce1.iloc[j, i] - std1[j])\n",
    "\n",
    "    # 取出矩阵中最大值与最小值\n",
    "    c, d = amax(a), amin(a)\n",
    "\n",
    "    # 计算值\n",
    "    result = zeros([shape_m, shape_n])\n",
    "    for i in range(shape_m):\n",
    "        for j in range(shape_n):\n",
    "            result[i, j] = (d + 0.2 * c) / (a[i, j] + 0.2 * c)\n",
    "\n",
    "    # 求均值，得到灰色关联值,并返回\n",
    "    result_list = [mean(result[i, :]) for i in range(shape_m)]\n",
    "    # result_list.insert(m,1)\n",
    "    return pd.DataFrame(result_list)\n",
    "\n",
    "\n",
    "def GRA(DataFrame):\n",
    "    df = DataFrame.copy()\n",
    "    list_columns = [\n",
    "        str(s) for s in range(len(df.columns)) if s not in [None]\n",
    "    ]\n",
    "    df_local = pd.DataFrame(columns=list_columns)\n",
    "    df.columns=list_columns\n",
    "    for i in range(len(df.columns)):\n",
    "        df_local.iloc[:, i] = GRA_ONE(df, m=i)[0]\n",
    "    return df_local\n"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "source": [
    "# newdata = dimensionlessProcessing(data)\n",
    "data_gra=GRA_ONE(wine)\n",
    "\n"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "source": [
    "data_gra\n",
    "# 灰色关联结果矩阵可视化\n",
    "# 灰色关联结果矩阵可视化\n",
    "import seaborn as sns\n",
    "\n",
    "def ShowGRAHeatMap(DataFrame):\n",
    "    colormap = plt.cm.RdBu\n",
    "    ylabels = DataFrame.columns.values.tolist()\n",
    "    f, ax = plt.subplots(figsize=(14, 14))\n",
    "    ax.set_title('GRA HeatMap')\n",
    "    \n",
    "    # 设置展示一半，如果不需要注释掉mask即可\n",
    "    mask = np.zeros_like(DataFrame)\n",
    "    mask[np.triu_indices_from(mask)] = True\n",
    "    \n",
    "    with sns.axes_style(\"white\"):\n",
    "        sns.heatmap(DataFrame,\n",
    "                    cmap=\"YlGnBu\",\n",
    "                    annot=True,\n",
    "                    mask=mask,\n",
    "                   )\n",
    "    plt.show()\n",
    "# data_gra_ = np.array(data_gra)  \n",
    "# plt.figure(figsize=(15,3), dpi=300)\n",
    "# plt.plot(range(len(data_gra_)),data_gra_)\n",
    "# plt.show\n",
    "# ShowGRAHeatMap(data_gra)\n"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
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   "cell_type": "code",
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   "source": [
    "data_gra_ = np.array(data_gra)  \n",
    "plt.figure(figsize=(25,5), dpi=400)\n",
    "plt.plot(range(len(data_gra_)),data_gra_)\n",
    "plt.show"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
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      "text/plain": [
       "<Figure size 10000x2000 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  }
 ],
 "metadata": {
  "orig_nbformat": 4,
  "language_info": {
   "name": "python",
   "version": "3.6.13",
   "mimetype": "text/x-python",
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "pygments_lexer": "ipython3",
   "nbconvert_exporter": "python",
   "file_extension": ".py"
  },
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.6.13 64-bit ('tensorflow': conda)"
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  "interpreter": {
   "hash": "a876a8b562da37663364b52b6a6711f20cdc49d82c6b27379a6301133a403515"
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 },
 "nbformat": 4,
 "nbformat_minor": 2
}